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1. CliqueNet CliqueNet Public

   Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

   Python 327 76

2. LaoYang1994/SOGNet LaoYang1994/SOGNet Public

   SOGNet: Scene Overlap Graph Network for Panoptic Segmentation

   Python 56 9

3. NeuralCollapseApplications/ImbalancedLearning NeuralCollapseApplications/ImbalancedLearning Public

   [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?".

   Python 49 6

4. NeuralCollapseApplications/FSCIL NeuralCollapseApplications/FSCIL Public

   [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"

   Python 94 6

5. CorDA CorDA Public

   CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)

   Python 55 3

6. huggingface/peft huggingface/peft Public

   PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

   Python 20.7k 2.2k